CIFAR-10-C: The CIFAR-10-C dataset consists of perturbed and corrupted versions of the CIFAR-10 test set images. The CIFAR-10-C data consists of 15 different modes of corruption, which are the same as in the ImageNet-C case. Similar to ImageNet-C, each of the corruption types has 5 different levels of severity, resulting in 75 distinct corruptions. Each corruption test set consists of 10000 images, which are at \(32 \times 32\)  resolution. For the results in the paper (Table REF ), we report the mean Classification Accuracy on all 15 corruptions of the highest severity level (level 5), as is done in other recent works [1]}, [2]}. Results for other severity levels are available in this appendix.
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